US7346223B2 - Apparatus and method for filtering image data - Google Patents
Apparatus and method for filtering image data Download PDFInfo
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- US7346223B2 US7346223B2 US10/653,972 US65397203A US7346223B2 US 7346223 B2 US7346223 B2 US 7346223B2 US 65397203 A US65397203 A US 65397203A US 7346223 B2 US7346223 B2 US 7346223B2
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N1/00—Scanning, transmission or reproduction of documents or the like, e.g. facsimile transmission; Details thereof
- H04N1/41—Bandwidth or redundancy reduction
Definitions
- the present invention relates to an image processing apparatus, particularly, to a filtering processor that switches between two filtering positions, the positions being before compression and after expansion of image data.
- An image processing apparatus such as a scanner and a copying machine, reads an image data, compresses the image data, stores the image data compressed in an image memory, read the image data from the image memory, and expands the image data read.
- the image data expanded is further recorded in a memory or sent to an external device such as a computer.
- the irreversible compression differs from the reversible compression in that the image data before and after compression and expansion are not the identical.
- An image processing apparatus which processes digital data, has a filtering function (e.g., an edge highlighting) as one of important functions.
- a filtering function e.g., an edge highlighting
- MFP multifunction products
- an MFP system 100 reads image data from a reader 101 and filters the image data by passing through a filtering processor 102 .
- the image data filtered is encoded by a data compressor (encoder) 103 in each 8 bit and is then stored in an external storage 104 .
- the MFP system 100 then reads the 8 bit data from the external storage 104 and expands the 8 bit data by a data expandor (decoder) 105 .
- the 8 bit data expanded is subjected to gradation conversion (dithered) by a gradation converter 106 and then printed out by a writer 107 .
- the post-filtering is shown in FIG. 10 .
- Same reference numerals are used for same components in FIG. 9 .
- the image data read from the reader 101 and the 8 bit data compressed by the data compressor 103 are stored in the external storage 104 .
- the MFP system 100 then reads the 8 bit data from the external storage 104 and expands the 8 bit data by the expandor 105 .
- the 8 bit data expanded is filtered by the filtering processor 102 .
- the 8 bit data filtered is subjected to gradation conversion (dithered) by the gradation converter 106 and then printed out by the writer 107 . 10 .
- the compression and expansion by the data compressor 103 and the data expandor 105 conform to the reversible compression, the same print output is obtained in both the pre-filtering and the post filtering.
- the compression and expansion conforms to the irreversible compression, the print output is different in the pre-filtering and the post filtering, resulting in different image quality. This is because the frequency component of the image data is partially lost so as to reduce the size of the image data.
- the characteristics of output data are affected considerably depending on whether the filtering of the image data is the pre-filtering or the post-filtering. In other words, the filtering position is an important factor.
- the irreversible compression in many cases, makes a loss of the frequency component to the image data, thereby resulting in a phenomenon like a tendency to decrease in the edge sharpness of a character.
- the filtering processor 102 performs the strong edge highlighting on image data read from the reader 101 , in case of the loss of the frequency component due to the irreversible compression.
- the image data filtered is compressed by the data compressor 103 and stored in the external storage 104 .
- the image data stored in the external storage 104 is expanded by the data expandor 105 and then is processed in a printer ⁇ converter 108 . After that, the image data is processed in the gradation converter 106 and then printed out by the writer 107 .
- sharpness of characters is compensated. In the other words, even if edge data of a character is partially lost due to the irreversible compression, the improvement in sharpness of a character is not restricted and the image quality can be improved.
- adaptive ⁇ conversion when the image process is switched (hereinafter “adaptive ⁇ conversion”) according to judgment whether on edge area or on no edge area (inside) of a character (e.g., a printer ⁇ conversion table for adjusting the output density), to cut the cost down, the judgment is performed by using a first in first out (hereinafter, “FIFO”) buffer for the filtering.
- FIFO first in first out
- the image data read from the reader 101 is compressed by the data compressor 103 and then stored in the external storage 104 .
- the image data stored in the external storage 104 is expanded by the data expandor 105 and filtered by the filtering processor 102 .
- the judgment of whether on edge area or on no edge area (inside) is performed by using a FIFO buffer of the filtering processor 102 .
- the image data is subjected to adaptive ⁇ conversion by the adaptive ⁇ converter 109 .
- the image data is subjected to gradation conversion by the gradation converter 106 and print output is obtained in the writer 107 .
- the ⁇ conversion table depends on whether the image data is in the character area or in the picture area. Therefore, it is possible to obtain image density that is suitable to the corresponding area, so that the quality of mixture images of characters and pictures are improved.
- the printer ⁇ conversion is a function to adjust the density of printing, in an image processing apparatus that stores 8 bit data like the MFP system 100 , the printer ⁇ conversion must be performed in the subsequent stage.
- the post-filtering requires that both the filtering and the adaptive ⁇ conversion are performed in the subsequent stage of the compression and expansion.
- the conventional image processing apparatuses as described above require switching between the pre-filtering and the post-filtering according to the image data.
- the pre-filtering and the post filtering there is a need to provide two filtering processors 102 a and 102 b respectively at the previous and subsequent stages of compression and expansion, as shown in FIG. 13 .
- each of the processors 102 a and 102 b must include the FIFO buffer.
- Such an image processing apparatus is high cost.
- the image processing apparatus includes a filtering processor that includes a filter and switches between a pre-filtering path and a post-filtering path; a data compressor that compresses image data output from the filtering processor; an image data storage that stores the image data compressed; and a data expandor that expands the image data stored, wherein the pre-filtering path includes a first path sending a raw image data to the data compressor via the filter and a second path passing the image data expanded, and the post-filtering path includes a third path passing the raw image data to the data compressor and a fourth path sending the image data expanded to the filter.
- the method for filtering image data includes choosing between a pre-filtering path and a post-filtering path; filtering raw image data when the pre-filtering path is chose; compressing the image data filtered when the pre-filtering path is chose, and compressing the raw image data when the post-filtering path is chose; storing the image data compressed; expanding the image data stored; and filtering the image data expanded when the post-filtering path is chose.
- FIG. 1 is a schematic front view of an image processing apparatus according to an embodiment of the present invention
- FIG. 2 is a schematic front view of scanning parts of the image processing apparatus in a book mode
- FIG. 3 is a schematic front view of scanning parts of the image processing apparatus in an automatic document feeder mode
- FIG. 4 is a circuit block diagram of the image processing apparatus
- FIG. 5 is a circuit block diagram of an image processing section in FIG. 4 ;
- FIG. 6 is circuit block diagram of the image processing section in FIG. 5 in further details
- FIG. 7 is a function block diagram of the image processing apparatus
- FIG. 8 is a schematic diagram of the filtering processor in FIG. 7 ;
- FIG. 9 is a block diagram of a conventional pre-filtering image processing apparatus
- FIG. 10 is a block diagram of a conventional post-filtering image processing apparatus
- FIG. 11 is a block diagram of another conventional pre-filtering image processing apparatus.
- FIG. 12 is a block diagram of another conventional post-filtering image processing apparatus.
- FIG. 13 is a block diagram of a double filtering conventional image processing apparatus.
- FIG. 1 is a schematic front view of an image processing apparatus according to the present invention.
- the image processing apparatus 1 includes a contact glass 3 , on which a document to be read is set, on a topside of a main body 2 of an apparatus.
- a platen 4 is provided on a topside of the contact glass 3 .
- a user lifts the platen 4 , sets a document G on the contact glass 3 , and then lower the platen 4 . As a result, the document G is close to the contact glass 3 .
- An automatic document feeder 5 is disposed on right topside of the main body 2 in FIG. 1 .
- the automatic document feeder 5 includes an automatic document feeding (hereinafter “ADF”) unit 6 and a feeding tray 7 .
- the ADF unit 6 includes a stepping motor 8 .
- a plurality of documents G can be piled up on the feeding tray 7 .
- the ADF unit 6 in the automatic document feeder 5 separates the plurality of documents G one by one that are piled up on the feeding tray 7 .
- a separated document G is passed over the contact glass 3 by a separating roller 17 that is driven by the stepping motor 8 and pairs of transporting roller 18 and 19 (see FIG. 3 ), and carried to the document discharging tray (not shown in the figure).
- a white reference plate 9 for shading correction is disposed at a side of the contact glass 3 towards the ADF unit 6 .
- the automatic document feeder 5 is structured integrally with the platen 4 and when the platen 4 is lifted, the automatic paper feed 5 is lifted as well.
- the first scanning component 10 includes a light source 10 a and a mirror 10 b
- the second scanning component 11 includes mirrors 11 a and 11 b.
- the first scanning component 10 and the second scanning component 11 are moved horizontally (in a direction of secondary scanning).
- the light source 10 a like a fluorescent lamp, irradiates light on a document G on the contact glass 3 .
- the light reflected from the document G is reflected by the mirror 10 b in the first scanning component 10 in the direction of the scanning component 11 .
- the light from the first scanning component 10 is reflected from the mirrors 11 a and 11 b in the second scanning component 11 one after another and is outgoing to the lens 12 .
- the lens 12 gathers the light from the second scanning component 11 to the CCD 13 and allows it to irradiate.
- the CCD (line sensor) 13 includes a plurality of CCD elements as photoelectric sensing elements in one-dimensional lined up.
- the CCD elements transfer (sense) the light incoming from the lens 12 and outputs analog image data (image signal).
- the scanning optical system 15 irradiates light on the white reference plate 9 and the light reflected from the white reference plate 9 is allowed to fall on the CCD 13 similarly as mentioned above and is output from the CCD 13 as white reference plate data.
- the image processing apparatus 1 has two modes, a book mode and an ADF mode, for reading of a document.
- a book mode an image on a document G that is kept on the contact glass 3 by lifting the platen 4 , is read as shown in FIG. 2 .
- the ADF mode by using the automatic document feeder 5 , the plurality of pairs of rollers 17 to 19 are driven by the stepping motor 8 to carry a plurality of documents G one after another from the feeding tray 7 to a predetermined reading position.
- An image on the document G is read by irradiating light from the light source 10 a of the stationary first scanning component 10 on the document G.
- the light source 10 a is turned on and the white reference plate 9 is read first as shown in FIG. 2 .
- reference data for the shading correction is acquired.
- the stepping motor 14 is driven and the first scanning component 10 and the second scanning component 11 move in the direction of second scanning where the optical path length between the document G and the CCD 13 becomes uniform and an image on the document G on the contact glass 3 is read.
- the light source 10 a is turned on and the white reference plate 9 is read as shown in FIG. 3 .
- the stepping motor 8 is driven to separate documents G one after another set in the feeding tray by the separating roller 17 .
- the separated documents are carried by the pairs of transporting rollers 18 and 19 to the predetermined reading position of the first scanning component 10 .
- the documents G are carried at a uniform speed.
- the light reflected from the document G is reflected by the mirror 10 b and the mirrors 11 a and 11 b in the second scanning component 11 .
- the reflected light is allowed to fall on the CCD 13 through the lens 12 .
- the light is subjected to photoelectric transfer (sensing) at CCD 13 and the image on the document G is read.
- the image processing apparatus 1 includes circuit blocks of a central processing unit (hereinafter, “CPU”) 20 , a read only memory (hereinafter, “ROM”) 21 , a random access memory (hereinafter, “RAM”) 22 , a light source driver 23 , a light source 10 a , a CCD driver 24 , a CCD 13 , an image processor 25 , a scan buffer 26 , a buffer controller 27 , an interface controller 28 , a motor driver 29 , a stepping motor 14 , a motor driver 30 , and a stepping motor 8 .
- CPU central processing unit
- ROM read only memory
- RAM random access memory
- the ROM 21 stores programs like a basic process program of the image processing apparatus 1 , a filtering switching program that is mentioned later etc., and data required to execute these programs.
- RAM 22 stores data required for operation of the image processing apparatus 1 .
- the CPU 20 executes the program in ROM 21 by using RAM 22 as a work memory.
- the program controls the components of the image processing apparatus 1 thereby executing the sequence as the image processing apparatus and switches filtering that is mentioned later.
- the light source 10 a is turned on and off by the light source driver 23 controlled by the CPU 20 .
- the CCD 13 is driven by the CCD driver 24 and outputs image data that is subjected to photoelectric transfer (sensing) to the image processor 25 .
- the stepping motor 8 is driven by the motor driver 30 and the stepping motor 14 is driven by the motor driver 29 .
- the scan buffer (image data storing unit) 26 is connected to the image processor 25 .
- the image processor 25 includes an analog video process 41 , a shading correction processor 42 , an image data processor 43 , a timing generator 44 , and a binarizing processor 45 .
- An analog image signal Sa that is output from the CCD 13 is input to the analog video processor 41 .
- the analog video processor 41 converts the analog image signal Sa to digital image data and outputs it to the shading correction processor 42 .
- the shading correction processor 42 stores the image data when white reference plate 9 is read, in the RAM as reference data and carries out shading correction based on reference data corresponding to image data when the document G is read.
- the shading correction processor 42 then outputs image data after the shading correction, to the image data processor 43 .
- the image data processor 43 processes the image data that is processed in the shading correction processor 42 , according to an enable signal EN that is input from the timing generator 44 .
- the processed data is then output to the binarizing processor 45 .
- the binarizing processor (compressor, expandor) 45 converts the processed image data to either binary data or multi-value data by irreversible compression and outputs it to the scan buffer 26 and expands the compressed image data that is in the scan buffer 26 .
- the image data processor 43 stores data of few lines in a line buffer, forms matrix, and carries out space filtering of the image data.
- the timing generator 44 outputs stepping pulse SP to the motor driver 29 and the motor driver 30 , and controls the drive timing of the stepping motor 14 and the stepping motor 8 through the motor driver 29 and the motor driver 30 .
- the processed image data Sb is stored in the scan buffer 26 under the control of the buffer controller 27 .
- This stored data is output to another information processing unit (not shown in the figure) like a personal computer through the interface controller 28 .
- the image processor 25 includes a pre-amplifier 51 , a variable amplifier 52 , an analog-digital converter 53 , a black level calculator 54 , a shading correction calculator 55 , and a line buffer 56 as shown in FIG. 6 .
- the light source 10 a irradiates light on a document G on the contact glass 3 .
- the light reflected from the document G passes through a shading adjustment plate 16 , then gathered by the lens 12 , and an image is formed in the CCD 13 .
- a mirror that returns the reflected light is omitted for simplification.
- the shading adjustment plate 16 adjusts the light to eliminate the difference between the reflected light at the center and at the end of the CCD 13 . In other words, if there is a great difference between the reflected light at the center and at the end of the CCD, only the result of shading calculation including lot of distortion is obtained. Therefore, the shading calculation is carried out after eliminating the difference between the reflected lights in advance, by the shading adjustment plate 16 .
- the analogue video processor 41 includes the pre-amplifier 51 and the variable amplifier 52 .
- the shading correction processor 42 includes the analog-digital converter 53 , the black level calculator 54 , the shading correction calculator 55 , and the line buffer 56 .
- the image data processor 43 processes the image data input from the shading correction processor 42 that is subjected to shading correction by carrying out adaptive ⁇ conversion of switching the image processing according to whether on edge area or no edge area (inside). This includes, particularly, filtering like an edge highlighting filtering etc.
- the CPU 20 determines whether the image data processor 43 carries out this filtering and which filtering is to be carried out.
- the image processing apparatus 1 can be represented functionally as in FIG. 7 including a reader 61 , a filtering processor 62 , a data compressor 63 , a memory 64 , a data expandor 65 , an adaptive ⁇ converter 66 , a gradation converter 67 , and an output section 68 .
- the filtering processor carries out pre-filtering and post-filtering.
- pre-filtering image data is read in the reader 61 , and compressed in the data compressor 63 .
- the compressed data is filtered before storing image data in the memory 64 .
- post filtering image data stored in the memory 64 is expanded in the data expandor and then filtered.
- the CPU 20 determines which filtering is to be carried out and switches accordingly.
- pre-filtering the image data output from the expandor 65 and in a case of post-filtering, the image data output from the filtering processor 62 , are input respectively to the adaptive ⁇ converter 66 .
- the image data output from the adaptive ⁇ converter 66 is converted in the gradation converter 67 and then output from the output section 68 .
- the filtering processor 62 switches the flow of the image data to a filtering calculator 70 by switching between a register A and a register B as shown in FIG. 8 , thereby switching between the pre-filtering and the post filtering.
- the filtering processor 62 is connected to the register B, in a previous stage, instead of the image data entering into the filtering calculator 70 from the previous stage input, it enters into the memory 64 from the previous stage output.
- the image data from the subsequent stage input from the memory 64 go into the filtering calculator 70 through the register B, output from the subsequent stage output and then subjected to post-filtering.
- the filtering processor while pre-filtering connects to register A and first of all, image data from previous stage output enters into the filtering calculator 70 .
- the image data is filtered in the filtering calculator, enters into the memory 64 from a previous stage output, and is subjected to pre-filtering. Further, when the image data from the memory 64 is input from the subsequent stage input if the connection is still with the register A, image data from the subsequent stage input from the memory 64 is output as it is from the subsequent stage output through the register A.
- the pre-filtered image data is input from the subsequent stage input of the memory 64 , if a switching to register B takes place, the data is subjected to post-filtering, thus both of the pre-filtering and the post-filtering are carried out.
- the image data processor 43 filters data by switching between the pre-filtering and the post-filtering.
- Switching between the register A and register B under the control of CPU 20 as shown in FIG. 8 carry out the switching between the pre-filtering and the post-filtering.
- pre-filtering the compressed image data is filtered before storing in the scan buffer 26 , which is the memory 64 as shown in FIG. 7 and in the post-filtering the image data that is compressed and stored in the scan buffer 26 is filtered after expansion.
- the image data processor 43 carries out pre-filtering if a large part of the information on document G is characters and the image data processor 43 carries out post-filtering if a large part of the information on document G is characters and pictures. Any one or either of the pre-filtering and the post-filtering may be carried out. Moreover, the pre-filtering and the post-filtering may be carried out in two ways. In the first way, the user of the image processing apparatus 1 , judges from the information on a document that is read by the image processing apparatus 1 and the operation is carried out based on instructions from the operating section of the image processing apparatus 1 . The CPU 20 controls the switching between the pre-filtering and the post-filtering in accordance with the operation.
- the image processing apparatus 1 judges from an image on the document G and the CPU 20 controls the switching between the pre-filtering and the post-filtering.
- the CPU 20 is a control unit of the present invention.
- digital image data that is subjected to irreversible compression is stored in the scan buffer 26 .
- the compressed image data in the scan buffer 26 is expanded and the digital image data is subjected to predetermined filtering in the image data processor 43 that is a filtering unit.
- the filtering is carried out by switching between the pre-filtering i.e. the filtering before the compression of the image data and the post-filtering i.e. the filtering after the expansion of the image data.
- the image data processor 43 that is a filtering unit, by switching between the pre-filtering and the post filtering according to the characteristics of the image data that is subjected to processing. This enables to improve the image quality at a low cost and to have an output with characteristics to meet the expectations of a user.
- the image data when information of the image data is mainly character information, the image data is subjected to the pre-filtering.
- the image data is mainly character information, here means that 80 percent or more of the image data is character information. However, it is not restricted to this figure of 80 percent.
- the image data when information of the image data is mainly character information and picture information, the image data is subjected to post-filtering.
- the image data is mainly character information and picture information, here means that 80 percent or more of the image data is character information and picture information. However, it is not restricted to this figure of 80 percent.
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JP2002-258346 | 2002-09-04 | ||
JP2002258346A JP4050578B2 (en) | 2002-09-04 | 2002-09-04 | Image processing apparatus and image processing method |
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US20040105593A1 US20040105593A1 (en) | 2004-06-03 |
US7346223B2 true US7346223B2 (en) | 2008-03-18 |
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US (1) | US7346223B2 (en) |
EP (1) | EP1398953B1 (en) |
JP (1) | JP4050578B2 (en) |
DE (1) | DE60336528D1 (en) |
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JP2005049531A (en) * | 2003-07-31 | 2005-02-24 | Tamron Co Ltd | Diaphragm device and lens and video camera having diaphragm device |
JP4814030B2 (en) * | 2006-09-12 | 2011-11-09 | 株式会社リコー | Image processing apparatus, image processing method, and image processing program |
JP4787791B2 (en) * | 2007-06-13 | 2011-10-05 | 株式会社リコー | Image processing apparatus, image processing method, and image processing program |
JP6641993B2 (en) | 2015-12-28 | 2020-02-05 | 株式会社リコー | Image processing apparatus, method and program |
CN111066235B (en) * | 2018-03-13 | 2023-07-21 | 富士电机株式会社 | Power supply device, power supply control device, and power supply control method |
Citations (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4084196A (en) | 1977-01-31 | 1978-04-11 | Dacom, Inc. | Electronic half-tone generating means for facsimile reproduction system |
US5023919A (en) | 1987-01-28 | 1991-06-11 | Canon Kabushiki Kaisha | Apparatus and method for treating encoded image data including correction for encoding/decoding deterioration |
US5281981A (en) * | 1990-10-12 | 1994-01-25 | Canon Kabushiki Kaisha | Method and apparatus for forming image having plural image forming stations |
US5715329A (en) * | 1991-07-02 | 1998-02-03 | Matsushita Electric Industrial Co., Ltd. | Digital copying machine with memory for compressed image data |
US6292268B1 (en) * | 1997-09-04 | 2001-09-18 | Minolta Co., Ltd. | Image processor and image processing method handling multilevel image data |
US6366702B1 (en) | 1997-06-24 | 2002-04-02 | Minolta Co., Ltd. | Method of and apparatus for image processing |
JP2002190017A (en) | 2000-12-20 | 2002-07-05 | Ricoh Co Ltd | Image processing device |
JP2002209209A (en) | 2001-01-04 | 2002-07-26 | Nec Corp | Image companding system |
US6549720B1 (en) * | 1998-04-01 | 2003-04-15 | Sony Corporation | Picture signal processing method and apparatus, picture signal recording method and apparatus and recording medium |
US6704444B2 (en) * | 1998-04-08 | 2004-03-09 | Ricoh Company, Ltd. | Color image processing apparatus and color image processing method |
US6765695B2 (en) * | 2001-09-12 | 2004-07-20 | Seiko Epson Corporation | Color processing architecture and algorithms for color laser printers |
US7110953B1 (en) * | 2000-06-02 | 2006-09-19 | Agere Systems Inc. | Perceptual coding of audio signals using separated irrelevancy reduction and redundancy reduction |
-
2002
- 2002-09-04 JP JP2002258346A patent/JP4050578B2/en not_active Expired - Fee Related
-
2003
- 2003-09-04 US US10/653,972 patent/US7346223B2/en not_active Expired - Fee Related
- 2003-09-04 EP EP03019613A patent/EP1398953B1/en not_active Expired - Lifetime
- 2003-09-04 DE DE60336528T patent/DE60336528D1/en not_active Expired - Lifetime
Patent Citations (12)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4084196A (en) | 1977-01-31 | 1978-04-11 | Dacom, Inc. | Electronic half-tone generating means for facsimile reproduction system |
US5023919A (en) | 1987-01-28 | 1991-06-11 | Canon Kabushiki Kaisha | Apparatus and method for treating encoded image data including correction for encoding/decoding deterioration |
US5281981A (en) * | 1990-10-12 | 1994-01-25 | Canon Kabushiki Kaisha | Method and apparatus for forming image having plural image forming stations |
US5715329A (en) * | 1991-07-02 | 1998-02-03 | Matsushita Electric Industrial Co., Ltd. | Digital copying machine with memory for compressed image data |
US6366702B1 (en) | 1997-06-24 | 2002-04-02 | Minolta Co., Ltd. | Method of and apparatus for image processing |
US6292268B1 (en) * | 1997-09-04 | 2001-09-18 | Minolta Co., Ltd. | Image processor and image processing method handling multilevel image data |
US6549720B1 (en) * | 1998-04-01 | 2003-04-15 | Sony Corporation | Picture signal processing method and apparatus, picture signal recording method and apparatus and recording medium |
US6704444B2 (en) * | 1998-04-08 | 2004-03-09 | Ricoh Company, Ltd. | Color image processing apparatus and color image processing method |
US7110953B1 (en) * | 2000-06-02 | 2006-09-19 | Agere Systems Inc. | Perceptual coding of audio signals using separated irrelevancy reduction and redundancy reduction |
JP2002190017A (en) | 2000-12-20 | 2002-07-05 | Ricoh Co Ltd | Image processing device |
JP2002209209A (en) | 2001-01-04 | 2002-07-26 | Nec Corp | Image companding system |
US6765695B2 (en) * | 2001-09-12 | 2004-07-20 | Seiko Epson Corporation | Color processing architecture and algorithms for color laser printers |
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Publication number | Publication date |
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JP2004096651A (en) | 2004-03-25 |
EP1398953A1 (en) | 2004-03-17 |
DE60336528D1 (en) | 2011-05-12 |
EP1398953B1 (en) | 2011-03-30 |
US20040105593A1 (en) | 2004-06-03 |
JP4050578B2 (en) | 2008-02-20 |
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